Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "5"
csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 5 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 122 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_
Found 120 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
            antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
        else:
            antnum = int(row['Ant'])
        if antnum != int(antenna):
            continue
        
        if np.issubdtype(type(row['Node']), np.integer):
            row['Node'] = str(row['Node'])
        if type(row['Node']) == str and row['Node'].isnumeric():
            row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 5, Node N01:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459939 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.119760 -0.054320 -0.189798 -0.114809 0.326982 1.912023 0.299604 -0.524078 0.6487 0.6585 0.4116 nan nan
2459938 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.220706 -0.089186 -0.237720 -0.252492 -0.120151 1.335824 1.362978 0.294147 0.6465 0.6596 0.4081 nan nan
2459937 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.045895 -0.192908 -0.166796 -0.114719 -0.092874 1.698486 1.491008 0.484096 0.6663 0.6786 0.3763 nan nan
2459936 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.418517 0.228277 -0.069693 -0.169846 -0.261452 2.148155 -0.170939 -0.164671 0.7827 0.7770 0.2160 nan nan
2459935 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.699708 -0.102333 -0.468396 -0.105967 -0.575918 1.374478 -0.177214 -0.103174 0.6566 0.6653 0.4053 nan nan
2459934 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.326030 -0.079581 -0.505635 -0.378597 -0.135076 1.702863 1.175793 -0.155070 0.6648 0.6761 0.4075 nan nan
2459933 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.456472 -0.048113 -0.498212 -0.413242 -0.196732 1.041661 1.951674 -0.151050 0.6681 0.6806 0.4112 nan nan
2459932 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.107041 -0.377235 -0.523853 -0.295523 -0.757207 -0.239431 -0.098611 -0.416817 0.5847 0.6045 0.3549 nan nan
2459931 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.365988 -0.013718 -0.390135 -0.430665 -0.248074 1.275283 0.587962 0.093110 0.6746 0.6841 0.3978 nan nan
2459930 digital_ok 0.00% 0.00% 0.00% 0.00% - - 1.449321 2.892994 -0.371298 -0.067429 -0.178981 1.855663 1.607642 0.104792 0.6747 0.6770 0.4017 nan nan
2459929 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.287789 4.663426 0.058568 0.227105 0.428750 0.827675 0.392544 0.435772 0.7762 0.7591 0.2136 nan nan
2459928 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.117669 -0.118320 -0.199563 -0.240997 -0.449106 1.660312 0.551123 2.417796 0.6428 0.6484 0.4080 nan nan
2459927 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.269862 -0.013146 -0.201847 -0.344083 -0.717152 -0.257744 0.297748 0.044055 0.5764 0.5917 0.3472 nan nan
2459926 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.132916 0.466773 0.071582 -0.135863 0.466824 0.679350 0.791586 0.810478 0.7739 0.7839 0.2236 nan nan
2459925 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.405894 -0.343030 -0.103492 -0.249059 -0.626938 -0.174199 0.063134 -0.076497 0.7654 0.7584 0.2315 nan nan
2459924 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.034021 -0.102346 0.001766 -0.417898 -0.368863 0.316276 0.796904 0.299550 0.6683 0.6766 0.3903 nan nan
2459923 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.143037 0.050623 -0.056944 0.011082 -0.200384 0.788284 0.435321 0.767157 0.7051 0.7135 0.3576 nan nan
2459922 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.252636 0.073559 -0.295991 -0.129675 -0.351720 1.806150 0.987356 -0.310574 0.6553 0.6674 0.4095 nan nan
2459921 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.452325 0.292454 -0.431164 0.062346 -0.348828 2.086244 0.831697 -0.065568 0.6632 0.6749 0.4099 nan nan
2459920 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.386383 0.383343 -0.161950 -0.049375 0.110505 1.400240 -0.149572 -0.254062 0.6518 0.6685 0.4225 nan nan
2459919 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.077958 0.273139 -0.072923 -0.131062 -0.020819 1.452482 0.794136 0.132231 0.6435 0.6606 0.4018 nan nan
2459918 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.096012 0.194083 -0.252329 -0.368402 -0.210538 1.524179 -0.056449 -0.296689 0.6716 0.6796 0.4059 nan nan
2459917 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.727493 0.342211 -0.004122 -0.054709 -0.206027 -0.032103 0.727297 -0.239018 0.7062 0.7097 0.4699 nan nan
2459916 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.260343 0.124637 -0.165201 -0.412947 -0.321584 1.649127 0.144125 -0.020342 0.6660 0.6783 0.4138 nan nan
2459915 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.017932 0.042076 -0.099830 -0.375329 0.131456 2.871190 -0.073463 -0.238405 0.7080 0.7116 0.3733 nan nan
2459914 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.096290 -0.112788 -0.185870 -0.398122 -0.221723 1.586981 0.455893 1.136899 0.7242 0.7332 0.3212 nan nan
2459913 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.503482 0.090640 -0.201847 -0.197518 0.372618 2.595186 -0.451567 -0.209041 0.6931 0.6793 0.4134 nan nan
2459912 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.650839 0.187353 -0.301707 -0.024302 -0.391619 1.088228 -0.550604 -0.377002 0.6639 0.6713 0.4130 nan nan
2459911 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.200860 0.062267 -0.287667 -0.274384 -0.332812 1.087363 0.258044 -0.630358 0.6623 0.6712 0.4170 nan nan
2459910 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.321254 0.062922 -0.317836 -0.362805 -0.253598 1.419331 0.383190 -0.441866 0.6666 0.6729 0.4154 nan nan
2459909 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.000714 0.211027 -0.302282 -0.307350 0.262236 1.830463 2.136930 -0.065984 0.6630 0.6703 0.4144 nan nan
2459908 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.094134 0.052391 -0.298242 -0.255210 -0.194479 1.098288 2.647813 0.047789 0.6701 0.6802 0.4119 nan nan
2459907 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.352703 0.037060 -0.400490 -0.332656 0.486539 1.592938 2.437779 -0.067121 0.6677 0.6755 0.4092 nan nan
2459906 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.642572 0.131162 -0.407858 -0.429966 0.231016 1.935703 0.863827 0.046908 0.6570 0.6668 0.4102 nan nan
2459905 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.403361 0.008869 -0.263455 -0.346082 -0.490634 0.615309 1.116295 -0.384833 0.6477 0.6618 0.4164 nan nan
2459904 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.651857 0.058807 -0.311942 -0.322721 -0.256087 0.970584 -0.580413 -0.614734 0.6514 0.6612 0.4082 nan nan
2459903 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.528149 -0.154463 -0.336417 -0.444991 -0.206695 1.078393 -0.317595 -0.542924 0.6593 0.6664 0.4112 nan nan
2459902 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.292598 -0.059251 -0.388681 -0.663592 -0.248480 1.469144 0.884114 -0.320940 0.6671 0.6680 0.4013 nan nan
2459901 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.634307 0.214519 -0.331884 -0.378134 0.257416 2.276303 2.224773 -0.200870 0.6624 0.6647 0.4062 nan nan
2459900 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.014768 0.032864 -0.329665 -0.363289 0.341481 1.563147 0.468125 -0.101031 0.6196 0.6180 0.3481 nan nan
2459898 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.363794 -0.112305 -0.475815 -0.457298 -0.075005 1.087954 -0.256000 -0.343892 0.6687 0.6687 0.4048 nan nan
2459897 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.534997 -0.022363 -0.592622 -0.364824 -0.174855 1.186230 -0.321437 -0.446950 0.6723 0.6704 0.4013 nan nan
2459896 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.032684 -0.261029 -0.509459 -0.593302 -0.603805 0.170973 0.940280 -0.241099 0.6735 0.6750 0.4007 nan nan
2459895 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.388018 0.108227 -0.332325 -0.669765 -0.153977 1.039545 -0.345770 -0.697433 0.7764 0.7586 0.2641 nan nan
2459894 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.476841 -0.117223 -0.505927 -0.263892 -0.149483 1.208741 1.602018 -0.014841 0.6866 0.6769 0.3862 nan nan
2459893 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.048468 0.009775 -0.510682 -0.417600 0.043244 1.160962 1.380166 0.582710 0.6853 0.6783 0.3883 nan nan
2459892 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.514767 -0.196238 -0.559582 -0.608697 -0.316850 1.425464 1.109866 -0.186616 0.6814 0.6809 0.3885 nan nan
2459891 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.149822 -0.406331 -0.636488 -0.458702 -0.610006 0.306576 -0.474003 -0.407937 0.6750 0.6725 0.3966 nan nan
2459890 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.186976 -0.578619 -0.403249 -0.594829 0.064921 1.441965 2.203731 0.414456 0.6774 0.6687 0.3951 nan nan
2459889 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.672068 -0.159687 -0.723731 -0.528514 -0.347840 0.698441 0.310918 0.172328 0.6861 0.6737 0.3909 nan nan
2459888 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.132088 -0.338797 -0.442510 -0.689019 0.043536 0.612335 1.533171 0.391874 0.6986 0.6903 0.3870 nan nan
2459887 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.105587 0.023977 -0.315108 -0.832076 0.279240 0.787856 0.437998 -0.014785 0.6856 0.6742 0.3962 nan nan
2459886 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.217464 0.238337 -0.429305 -0.712849 12.089764 11.247083 0.492648 0.404590 0.7655 0.7476 0.3328 nan nan
2459885 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.497354 0.355478 -0.491095 2.418005 -0.525065 0.741378 0.843611 -0.665924 0.7330 0.7161 0.3558 nan nan
2459884 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.150864 -0.100571 -0.414111 -0.750902 -0.184502 0.392836 2.785549 -0.380192 0.6870 0.6730 0.3970 nan nan
2459883 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.049593 0.020730 -0.554575 2.670383 -0.478366 0.887348 1.964189 -0.855308 0.6875 0.6803 0.3881 nan nan
2459882 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.669708 0.893650 -0.814024 1.386790 -0.215854 1.082717 2.079092 0.142956 0.6902 0.6792 0.3832 nan nan
2459881 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459880 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.390555 0.263941 -0.749304 2.174374 -0.351422 1.079983 3.034936 -0.807768 0.6832 0.6779 0.3959 nan nan
2459879 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.009648 -0.196091 -0.149590 -0.377415 -0.069197 0.207726 0.200117 -0.552126 0.6719 0.6751 0.4048 nan nan
2459878 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.341878 0.523557 -0.586893 3.230048 -0.789064 0.672833 5.794146 0.005775 0.6755 0.6801 0.3989 nan nan
2459876 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.159234 0.718142 -0.601462 1.493735 0.242409 0.841448 -0.042674 -1.059346 0.7002 0.6793 0.3864 nan nan
2459875 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.186666 0.222359 -0.686188 2.402065 -0.421074 0.064554 0.365392 -0.786921 0.7062 0.6967 0.3901 nan nan
2459874 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.084590 0.388419 -0.772563 0.713573 0.663753 0.834693 0.036509 -1.161903 0.6974 0.6746 0.3790 nan nan
2459873 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.005844 0.025825 -0.802886 0.536452 0.096210 1.205794 0.979775 -0.306398 0.7043 0.6722 0.3820 nan nan
2459872 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.389511 0.133225 -0.688801 1.520017 0.826925 1.301304 -0.189694 -0.964600 0.6973 0.6766 0.3845 nan nan
2459871 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.374369 0.169193 -0.795008 2.182318 0.246397 0.097191 1.787927 -0.723820 0.7051 0.6754 0.3815 nan nan
2459870 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459869 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.491547 0.852537 -0.858202 2.157363 0.182244 0.290134 0.788408 -0.452315 0.7170 0.6996 0.3804 nan nan
2459868 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.121427 -0.048211 -0.896003 1.818188 0.276441 1.042751 -0.276150 -1.411940 0.6968 0.6736 0.3981 nan nan
2459867 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.641740 0.067745 -0.847508 1.151155 -0.221812 0.768488 -0.186733 -1.111460 0.7091 0.6795 0.3981 nan nan
2459866 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.795754 0.322809 -0.730197 1.170826 -0.012909 0.915058 0.820571 -0.992940 0.7087 0.6806 0.3901 nan nan
2459865 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.799625 -0.638106 -1.157246 0.447150 1.420421 2.350119 0.675958 0.358973 0.7304 0.7052 0.3567 nan nan
2459864 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.458106 -1.683006 0.435674 -0.600018 0.723513 1.289425 2.418881 1.352128 0.7007 0.6729 0.4092 nan nan
2459863 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.668911 -0.695391 0.340477 -0.402674 -0.647767 -0.286931 0.780385 -0.070257 0.6945 0.6629 0.4005 nan nan
2459862 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.315078 -0.499300 -0.218149 -0.119031 -0.672829 -0.453501 0.663529 -0.843792 0.6822 0.6917 0.4159 nan nan
2459861 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.449799 -0.490917 0.361875 -0.258500 -0.415875 0.571569 0.912022 0.182576 0.7127 0.6782 0.4097 nan nan
2459860 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.716007 -0.134730 -0.142466 0.439829 1.254381 0.420127 0.194686 -0.741670 0.7187 0.6748 0.4108 nan nan
2459859 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.221823 -0.382724 0.282718 -0.508480 -0.335275 0.000313 0.275358 -0.369899 0.7226 0.6795 0.4086 nan nan
2459858 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.389063 -0.261407 0.341375 -0.545381 0.381150 0.802511 0.682540 0.402376 0.7331 0.6856 0.4208 1.843618 1.526390
2459857 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.836796 1.042330 0.215132 -0.492605 -0.596767 1.211361 0.190558 -0.843574 0.0252 0.0255 0.0003 nan nan
2459856 digital_ok 0.00% 0.00% 0.00% 0.00% 3.43% 19.43% 0.007010 0.114237 -0.475148 0.973226 -0.307560 0.109214 1.700995 -0.505430 0.7253 0.6980 0.4082 2.008990 1.605035
2459855 digital_ok 0.00% 0.00% 0.00% 0.00% 4.58% 0.00% 0.546569 0.440069 -0.586697 0.726166 0.469498 1.710235 0.990844 0.614184 0.7038 0.7088 0.4420 1.525596 1.372193
2459854 digital_ok 0.00% 0.00% 0.00% 0.00% 8.93% 0.00% -0.259086 -0.272852 -0.873674 1.423018 -0.911734 0.405714 -0.373088 -0.915031 0.7224 0.7436 0.4460 1.926195 1.445440
2459853 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 6.18% -0.517816 -0.369688 -0.944867 2.105262 -0.288430 0.387839 0.806184 -0.610549 0.7493 0.6908 0.4309 1.758835 1.537370
2459852 digital_ok 0.00% 0.00% 0.00% 0.00% 8.65% 10.27% -0.357252 -0.047928 -0.702336 1.679877 -0.174478 1.102238 1.350126 1.397887 0.8309 0.8300 0.2504 3.428473 2.972724
2459851 digital_ok 0.00% 0.00% 0.00% 0.00% 11.76% 0.00% 0.588590 -0.154945 -0.574413 2.162385 1.387941 1.257709 0.679223 0.781174 0.7708 0.7442 0.3348 1.861743 1.532308
2459850 digital_ok 0.00% 0.00% 0.00% 0.00% 18.02% 3.49% 0.152083 0.014990 -0.772948 1.902879 -0.404126 0.258290 0.152634 -0.599132 0.7491 0.7515 0.3590 1.847963 1.463927
2459849 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.476763 -0.103614 -0.187938 6.042744 -0.557411 0.401992 1.437684 -0.505235 0.7475 0.7440 0.3638 5.908732 4.050743
2459848 digital_ok 0.00% 0.00% 0.00% 0.00% 30.15% 1.51% -0.113770 0.417449 -0.098431 3.787088 -0.267868 -0.040656 0.119570 -1.126505 0.7237 0.7475 0.3823 1.629929 1.411334
2459847 digital_ok 0.00% 0.00% 0.00% 0.00% 3.21% 4.28% 0.541871 0.942815 0.062555 3.189486 0.367401 1.734641 1.128545 -0.757890 0.7278 0.6841 0.4341 1.752856 1.494667
2459846 digital_ok 0.00% 0.00% 0.00% 0.00% 33.33% 0.00% 0.385834 0.230467 0.674282 3.014156 -0.578168 1.494616 -0.357837 -0.757349 0.8414 0.6794 0.5002 1.674341 1.499013
2459845 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.826463 1.404887 0.462918 6.676464 -0.419961 0.021792 1.039780 -1.174120 0.7437 0.7558 0.3711 3.792628 4.134704
2459844 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.593366 3.655802 -0.303927 2.100264 -0.097749 -0.016020 -0.331458 -1.880589 0.0248 0.0249 0.0006 nan nan
2459843 digital_ok 0.00% 0.66% 0.66% 0.00% 15.22% 1.09% 0.216308 1.035193 -0.213272 1.969606 -0.229467 0.340736 -0.129615 -1.283207 0.7496 0.7481 0.3869 1.879931 1.544073
2459842 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.200350 0.469703 0.575736 -0.930313 -0.110722 0.705307 0.117089 -0.082437 0.7535 0.6490 0.2707 1.998163 1.783688
2459841 digital_ok 100.00% 100.00% 100.00% 0.00% - - -0.210734 4.949861 0.013349 0.715513 -0.083929 1.243745 1.397025 -0.164168 0.0250 0.0250 0.0006 nan nan
2459840 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.164662 -1.294864 -0.368403 -1.203610 0.682988 -0.296768 -0.161431 -1.015663 0.0237 0.0235 0.0007 nan nan
2459839 digital_ok 0.00% - - - - - 0.943370 1.329697 -0.773451 -0.101884 -0.023814 -0.782801 -0.548862 -2.004562 nan nan nan nan nan
2459838 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.280369 0.250667 0.982326 3.002777 0.147310 0.880388 -0.581263 -1.029743 0.7326 0.6763 0.4251 2.027509 1.656688
2459836 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0497 0.0418 0.0029 nan nan
2459835 digital_ok 0.00% 100.00% 100.00% 0.00% - - -1.009774 0.307782 -0.525901 0.238746 -1.037627 0.893941 -0.077749 -1.092140 0.0482 0.0415 0.0026 nan nan
2459833 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.365210 0.708778 0.771360 -0.940992 -0.352207 -0.597905 0.191367 -1.142859 0.0475 0.0416 0.0028 nan nan
2459832 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.004625 -0.134983 0.801247 2.395085 -1.084607 1.391563 -0.203264 -1.272611 0.8099 0.5176 0.6105 1.625229 1.540652
2459831 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.796548 1.348512 -0.716854 -0.015933 -0.216753 -1.129864 -0.242161 -1.361451 0.0753 0.0557 0.0047 nan nan
2459830 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459829 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.699793 0.614772 1.057750 4.161099 4.274179 1.347159 1.158616 -1.086933 0.7410 0.6344 0.4434 51.479384 36.542062
2459828 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.183287 0.099455 -0.840915 3.430280 -1.127894 1.114726 0.331137 -2.640210 0.8023 0.5195 0.5767 1.626886 1.460876
2459827 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.062133 0.487576 -0.438627 5.760210 0.759406 0.884043 3.674172 -0.739299 0.7513 0.6396 0.4460 10.708792 6.460767
2459826 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.093345 0.243584 -0.597923 4.960569 -1.426904 1.458792 0.431009 -1.246911 0.7964 0.5382 0.5526 9.260164 10.248108
2459825 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.025030 0.005263 -0.969927 2.965484 2.243359 2.964561 1.211685 0.156868 0.7948 0.5420 0.5541 0.000000 0.000000
2459824 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 328.583378 329.089655 inf inf 5467.034264 5432.682885 8163.889653 8090.803549 nan nan nan 0.000000 0.000000
2459823 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.050456 0.495541 -0.605939 4.241223 -0.551837 2.236282 -0.242704 -1.663781 0.7565 0.5977 0.5073 8.228280 8.908313
2459822 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.094686 0.537346 -0.759013 4.644489 -0.888348 1.874974 1.691586 -0.601154 0.7943 0.5683 0.5455 5.116554 4.622372
2459821 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.567827 0.353631 -0.829119 4.826176 2.591550 4.590975 3.154238 1.592187 0.7840 0.5810 0.5379 4.335875 3.615486
2459820 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459817 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 328.392736 328.692138 inf inf 803.802014 812.353939 1627.315003 1755.639378 nan nan nan 0.000000 0.000000
2459816 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.030752 0.540236 -1.044860 4.152624 -0.799248 3.072806 0.381296 -0.993933 0.8457 0.5860 0.6084 3.932030 3.688829
2459815 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459814 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459813 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 5: 2459939

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 1.912023 -0.054320 0.119760 -0.114809 -0.189798 1.912023 0.326982 -0.524078 0.299604

Antenna 5: 2459938

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Temporal Discontinuties 1.362978 -0.089186 -0.220706 -0.252492 -0.237720 1.335824 -0.120151 0.294147 1.362978

Antenna 5: 2459937

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 1.698486 -0.045895 -0.192908 -0.166796 -0.114719 -0.092874 1.698486 1.491008 0.484096

Antenna 5: 2459936

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 2.148155 0.418517 0.228277 -0.069693 -0.169846 -0.261452 2.148155 -0.170939 -0.164671

Antenna 5: 2459935

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 1.374478 -0.102333 0.699708 -0.105967 -0.468396 1.374478 -0.575918 -0.103174 -0.177214

Antenna 5: 2459934

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 1.702863 0.326030 -0.079581 -0.505635 -0.378597 -0.135076 1.702863 1.175793 -0.155070

Antenna 5: 2459933

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Temporal Discontinuties 1.951674 -0.048113 0.456472 -0.413242 -0.498212 1.041661 -0.196732 -0.151050 1.951674

Antenna 5: 2459932

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Temporal Discontinuties -0.098611 -0.377235 -0.107041 -0.295523 -0.523853 -0.239431 -0.757207 -0.416817 -0.098611

Antenna 5: 2459931

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 1.275283 0.365988 -0.013718 -0.390135 -0.430665 -0.248074 1.275283 0.587962 0.093110

Antenna 5: 2459930

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Shape 2.892994 1.449321 2.892994 -0.371298 -0.067429 -0.178981 1.855663 1.607642 0.104792

Antenna 5: 2459929

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Shape 4.663426 4.663426 1.287789 0.227105 0.058568 0.827675 0.428750 0.435772 0.392544

Antenna 5: 2459928

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Discontinuties 2.417796 -0.118320 0.117669 -0.240997 -0.199563 1.660312 -0.449106 2.417796 0.551123

Antenna 5: 2459927

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Temporal Discontinuties 0.297748 -0.013146 -0.269862 -0.344083 -0.201847 -0.257744 -0.717152 0.044055 0.297748

Antenna 5: 2459926

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Discontinuties 0.810478 0.466773 0.132916 -0.135863 0.071582 0.679350 0.466824 0.810478 0.791586

Antenna 5: 2459925

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Temporal Discontinuties 0.063134 -0.405894 -0.343030 -0.103492 -0.249059 -0.626938 -0.174199 0.063134 -0.076497

Antenna 5: 2459924

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Temporal Discontinuties 0.796904 0.034021 -0.102346 0.001766 -0.417898 -0.368863 0.316276 0.796904 0.299550

Antenna 5: 2459923

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 0.788284 0.050623 -0.143037 0.011082 -0.056944 0.788284 -0.200384 0.767157 0.435321

Antenna 5: 2459922

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 1.806150 0.073559 0.252636 -0.129675 -0.295991 1.806150 -0.351720 -0.310574 0.987356

Antenna 5: 2459921

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 2.086244 0.452325 0.292454 -0.431164 0.062346 -0.348828 2.086244 0.831697 -0.065568

Antenna 5: 2459920

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 1.400240 0.383343 0.386383 -0.049375 -0.161950 1.400240 0.110505 -0.254062 -0.149572

Antenna 5: 2459919

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 1.452482 0.077958 0.273139 -0.072923 -0.131062 -0.020819 1.452482 0.794136 0.132231

Antenna 5: 2459918

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 1.524179 0.194083 0.096012 -0.368402 -0.252329 1.524179 -0.210538 -0.296689 -0.056449

Antenna 5: 2459917

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Shape 0.727493 0.342211 0.727493 -0.054709 -0.004122 -0.032103 -0.206027 -0.239018 0.727297

Antenna 5: 2459916

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 1.649127 -0.260343 0.124637 -0.165201 -0.412947 -0.321584 1.649127 0.144125 -0.020342

Antenna 5: 2459915

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 2.871190 -0.017932 0.042076 -0.099830 -0.375329 0.131456 2.871190 -0.073463 -0.238405

Antenna 5: 2459914

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 1.586981 0.096290 -0.112788 -0.185870 -0.398122 -0.221723 1.586981 0.455893 1.136899

Antenna 5: 2459913

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 2.595186 0.090640 0.503482 -0.197518 -0.201847 2.595186 0.372618 -0.209041 -0.451567

Antenna 5: 2459912

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 1.088228 0.187353 0.650839 -0.024302 -0.301707 1.088228 -0.391619 -0.377002 -0.550604

Antenna 5: 2459911

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 1.087363 0.062267 0.200860 -0.274384 -0.287667 1.087363 -0.332812 -0.630358 0.258044

Antenna 5: 2459910

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 1.419331 0.062922 0.321254 -0.362805 -0.317836 1.419331 -0.253598 -0.441866 0.383190

Antenna 5: 2459909

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Temporal Discontinuties 2.136930 0.211027 -0.000714 -0.307350 -0.302282 1.830463 0.262236 -0.065984 2.136930

Antenna 5: 2459908

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Temporal Discontinuties 2.647813 0.094134 0.052391 -0.298242 -0.255210 -0.194479 1.098288 2.647813 0.047789

Antenna 5: 2459907

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Temporal Discontinuties 2.437779 0.037060 0.352703 -0.332656 -0.400490 1.592938 0.486539 -0.067121 2.437779

Antenna 5: 2459906

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 1.935703 0.131162 0.642572 -0.429966 -0.407858 1.935703 0.231016 0.046908 0.863827

Antenna 5: 2459905

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Temporal Discontinuties 1.116295 0.008869 0.403361 -0.346082 -0.263455 0.615309 -0.490634 -0.384833 1.116295

Antenna 5: 2459904

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 0.970584 0.058807 0.651857 -0.322721 -0.311942 0.970584 -0.256087 -0.614734 -0.580413

Antenna 5: 2459903

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 1.078393 -0.154463 0.528149 -0.444991 -0.336417 1.078393 -0.206695 -0.542924 -0.317595

Antenna 5: 2459902

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 1.469144 0.292598 -0.059251 -0.388681 -0.663592 -0.248480 1.469144 0.884114 -0.320940

Antenna 5: 2459901

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 2.276303 0.634307 0.214519 -0.331884 -0.378134 0.257416 2.276303 2.224773 -0.200870

Antenna 5: 2459900

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 1.563147 -0.014768 0.032864 -0.329665 -0.363289 0.341481 1.563147 0.468125 -0.101031

Antenna 5: 2459898

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 1.087954 -0.112305 0.363794 -0.457298 -0.475815 1.087954 -0.075005 -0.343892 -0.256000

Antenna 5: 2459897

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 1.186230 -0.022363 0.534997 -0.364824 -0.592622 1.186230 -0.174855 -0.446950 -0.321437

Antenna 5: 2459896

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Temporal Discontinuties 0.940280 -0.261029 -0.032684 -0.593302 -0.509459 0.170973 -0.603805 -0.241099 0.940280

Antenna 5: 2459895

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 1.039545 0.388018 0.108227 -0.332325 -0.669765 -0.153977 1.039545 -0.345770 -0.697433

Antenna 5: 2459894

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Temporal Discontinuties 1.602018 -0.117223 0.476841 -0.263892 -0.505927 1.208741 -0.149483 -0.014841 1.602018

Antenna 5: 2459893

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Temporal Discontinuties 1.380166 0.048468 0.009775 -0.510682 -0.417600 0.043244 1.160962 1.380166 0.582710

Antenna 5: 2459892

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 1.425464 -0.196238 0.514767 -0.608697 -0.559582 1.425464 -0.316850 -0.186616 1.109866

Antenna 5: 2459891

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 0.306576 0.149822 -0.406331 -0.636488 -0.458702 -0.610006 0.306576 -0.474003 -0.407937

Antenna 5: 2459890

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Temporal Discontinuties 2.203731 -0.578619 -0.186976 -0.594829 -0.403249 1.441965 0.064921 0.414456 2.203731

Antenna 5: 2459889

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 0.698441 0.672068 -0.159687 -0.723731 -0.528514 -0.347840 0.698441 0.310918 0.172328

Antenna 5: 2459888

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Temporal Discontinuties 1.533171 -0.338797 0.132088 -0.689019 -0.442510 0.612335 0.043536 0.391874 1.533171

Antenna 5: 2459887

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 0.787856 0.023977 0.105587 -0.832076 -0.315108 0.787856 0.279240 -0.014785 0.437998

Antenna 5: 2459886

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Temporal Variability 12.089764 0.217464 0.238337 -0.429305 -0.712849 12.089764 11.247083 0.492648 0.404590

Antenna 5: 2459885

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Power 2.418005 0.355478 0.497354 2.418005 -0.491095 0.741378 -0.525065 -0.665924 0.843611

Antenna 5: 2459884

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Temporal Discontinuties 2.785549 -0.100571 0.150864 -0.750902 -0.414111 0.392836 -0.184502 -0.380192 2.785549

Antenna 5: 2459883

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Power 2.670383 0.020730 0.049593 2.670383 -0.554575 0.887348 -0.478366 -0.855308 1.964189

Antenna 5: 2459882

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Temporal Discontinuties 2.079092 0.893650 0.669708 1.386790 -0.814024 1.082717 -0.215854 0.142956 2.079092

Antenna 5: 2459881

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 5: 2459880

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Temporal Discontinuties 3.034936 0.263941 0.390555 2.174374 -0.749304 1.079983 -0.351422 -0.807768 3.034936

Antenna 5: 2459879

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 0.207726 -0.196091 -0.009648 -0.377415 -0.149590 0.207726 -0.069197 -0.552126 0.200117

Antenna 5: 2459878

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Temporal Discontinuties 5.794146 0.523557 0.341878 3.230048 -0.586893 0.672833 -0.789064 0.005775 5.794146

Antenna 5: 2459876

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Power 1.493735 0.159234 0.718142 -0.601462 1.493735 0.242409 0.841448 -0.042674 -1.059346

Antenna 5: 2459875

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Power 2.402065 0.186666 0.222359 -0.686188 2.402065 -0.421074 0.064554 0.365392 -0.786921

Antenna 5: 2459874

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 0.834693 0.084590 0.388419 -0.772563 0.713573 0.663753 0.834693 0.036509 -1.161903

Antenna 5: 2459873

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 1.205794 -0.005844 0.025825 -0.802886 0.536452 0.096210 1.205794 0.979775 -0.306398

Antenna 5: 2459872

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Power 1.520017 0.133225 -0.389511 1.520017 -0.688801 1.301304 0.826925 -0.964600 -0.189694

Antenna 5: 2459871

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Power 2.182318 0.169193 0.374369 2.182318 -0.795008 0.097191 0.246397 -0.723820 1.787927

Antenna 5: 2459870

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 5: 2459869

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Power 2.157363 -0.491547 0.852537 -0.858202 2.157363 0.182244 0.290134 0.788408 -0.452315

Antenna 5: 2459868

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Power 1.818188 0.121427 -0.048211 -0.896003 1.818188 0.276441 1.042751 -0.276150 -1.411940

Antenna 5: 2459867

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Power 1.151155 0.641740 0.067745 -0.847508 1.151155 -0.221812 0.768488 -0.186733 -1.111460

Antenna 5: 2459866

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Power 1.170826 0.322809 0.795754 1.170826 -0.730197 0.915058 -0.012909 -0.992940 0.820571

Antenna 5: 2459865

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 2.350119 -0.799625 -0.638106 -1.157246 0.447150 1.420421 2.350119 0.675958 0.358973

Antenna 5: 2459864

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Temporal Discontinuties 2.418881 -1.683006 -1.458106 -0.600018 0.435674 1.289425 0.723513 1.352128 2.418881

Antenna 5: 2459863

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Temporal Discontinuties 0.780385 -0.668911 -0.695391 0.340477 -0.402674 -0.647767 -0.286931 0.780385 -0.070257

Antenna 5: 2459862

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Temporal Discontinuties 0.663529 -0.315078 -0.499300 -0.218149 -0.119031 -0.672829 -0.453501 0.663529 -0.843792

Antenna 5: 2459861

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Temporal Discontinuties 0.912022 -0.490917 -0.449799 -0.258500 0.361875 0.571569 -0.415875 0.182576 0.912022

Antenna 5: 2459860

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Temporal Variability 1.254381 -0.716007 -0.134730 -0.142466 0.439829 1.254381 0.420127 0.194686 -0.741670

Antenna 5: 2459859

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Power 0.282718 -0.221823 -0.382724 0.282718 -0.508480 -0.335275 0.000313 0.275358 -0.369899

Antenna 5: 2459858

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 0.802511 -0.261407 -0.389063 -0.545381 0.341375 0.802511 0.381150 0.402376 0.682540

Antenna 5: 2459857

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 1.211361 1.042330 -0.836796 -0.492605 0.215132 1.211361 -0.596767 -0.843574 0.190558

Antenna 5: 2459856

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Temporal Discontinuties 1.700995 0.007010 0.114237 -0.475148 0.973226 -0.307560 0.109214 1.700995 -0.505430

Antenna 5: 2459855

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 1.710235 0.440069 0.546569 0.726166 -0.586697 1.710235 0.469498 0.614184 0.990844

Antenna 5: 2459854

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Power 1.423018 -0.272852 -0.259086 1.423018 -0.873674 0.405714 -0.911734 -0.915031 -0.373088

Antenna 5: 2459853

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Power 2.105262 -0.369688 -0.517816 2.105262 -0.944867 0.387839 -0.288430 -0.610549 0.806184

Antenna 5: 2459852

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Power 1.679877 -0.357252 -0.047928 -0.702336 1.679877 -0.174478 1.102238 1.350126 1.397887

Antenna 5: 2459851

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Power 2.162385 0.588590 -0.154945 -0.574413 2.162385 1.387941 1.257709 0.679223 0.781174

Antenna 5: 2459850

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Power 1.902879 0.152083 0.014990 -0.772948 1.902879 -0.404126 0.258290 0.152634 -0.599132

Antenna 5: 2459849

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Power 6.042744 -0.476763 -0.103614 -0.187938 6.042744 -0.557411 0.401992 1.437684 -0.505235

Antenna 5: 2459848

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Power 3.787088 0.417449 -0.113770 3.787088 -0.098431 -0.040656 -0.267868 -1.126505 0.119570

Antenna 5: 2459847

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Power 3.189486 0.942815 0.541871 3.189486 0.062555 1.734641 0.367401 -0.757890 1.128545

Antenna 5: 2459846

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Power 3.014156 0.385834 0.230467 0.674282 3.014156 -0.578168 1.494616 -0.357837 -0.757349

Antenna 5: 2459845

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Power 6.676464 1.404887 0.826463 6.676464 0.462918 0.021792 -0.419961 -1.174120 1.039780

Antenna 5: 2459844

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Shape 3.655802 -0.593366 3.655802 -0.303927 2.100264 -0.097749 -0.016020 -0.331458 -1.880589

Antenna 5: 2459843

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Power 1.969606 1.035193 0.216308 1.969606 -0.213272 0.340736 -0.229467 -1.283207 -0.129615

Antenna 5: 2459842

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 0.705307 -0.200350 0.469703 0.575736 -0.930313 -0.110722 0.705307 0.117089 -0.082437

Antenna 5: 2459841

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Shape 4.949861 -0.210734 4.949861 0.013349 0.715513 -0.083929 1.243745 1.397025 -0.164168

Antenna 5: 2459840

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Temporal Variability 0.682988 0.164662 -1.294864 -0.368403 -1.203610 0.682988 -0.296768 -0.161431 -1.015663

Antenna 5: 2459839

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Shape 1.329697 1.329697 0.943370 -0.101884 -0.773451 -0.782801 -0.023814 -2.004562 -0.548862

Antenna 5: 2459838

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Power 3.002777 0.250667 0.280369 3.002777 0.982326 0.880388 0.147310 -1.029743 -0.581263
In [ ]: